Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 249023 |
| Missing cells | 89 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.5 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 2 |
| DateTime | 2 |
| Text | 2 |
Unnamed: 0 is highly overall correlated with city | High correlation |
barometer is highly overall correlated with temp | High correlation |
city is highly overall correlated with Unnamed: 0 | High correlation |
temp is highly overall correlated with barometer | High correlation |
minute has 247670 (99.5%) zeros | Zeros |
wind has 26711 (10.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-08 10:38:51.172988 |
|---|---|
| Analysis finished | 2024-05-08 10:39:54.432428 |
| Duration | 1 minute and 3.26 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Unnamed: 0
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 246170 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121690.69 |
| Minimum | 0 |
|---|---|
| Maximum | 246169 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9598.1 |
| Q1 | 59402.5 |
| median | 121658 |
| Q3 | 183913.5 |
| 95-th percentile | 233717.9 |
| Maximum | 246169 |
| Range | 246169 |
| Interquartile range (IQR) | 124511 |
Descriptive statistics
| Standard deviation | 71831.547 |
|---|---|
| Coefficient of variation (CV) | 0.59027974 |
| Kurtosis | -1.2032973 |
| Mean | 121690.69 |
| Median Absolute Deviation (MAD) | 62256 |
| Skewness | 0.0025511142 |
| Sum | 3.030378 × 1010 |
| Variance | 5.1597711 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1917 | 2 | < 0.1% |
| 1897 | 2 | < 0.1% |
| 1898 | 2 | < 0.1% |
| 1899 | 2 | < 0.1% |
| 1900 | 2 | < 0.1% |
| 1901 | 2 | < 0.1% |
| 1902 | 2 | < 0.1% |
| 1903 | 2 | < 0.1% |
| 1904 | 2 | < 0.1% |
| Other values (246160) | 249003 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 2 | |
| 2 | 2 | |
| 3 | 2 | |
| 4 | 2 | |
| 5 | 2 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 2 |
| Value | Count | Frequency (%) |
| 246169 | 1 | |
| 246168 | 1 | |
| 246167 | 1 | |
| 246166 | 1 | |
| 246165 | 1 | |
| 246164 | 1 | |
| 246163 | 1 | |
| 246162 | 1 | |
| 246161 | 1 | |
| 246160 | 1 |
city
Categorical
HIGH CORRELATION 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Jawf | |
|---|---|
| Mecca | |
| Tabuk | |
| Northern boarder | |
| Hail | |
| Other values (8) |
Length
| Max length | 16 |
|---|---|
| Median length | 6 |
| Mean length | 5.7335226 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1427779 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Qassim |
|---|---|
| 2nd row | Qassim |
| 3rd row | Qassim |
| 4th row | Qassim |
| 5th row | Qassim |
Common Values
| Value | Count | Frequency (%) |
| Jawf | 20352 | |
| Mecca | 20268 | |
| Tabuk | 20240 | |
| Northern boarder | 20235 | |
| Hail | 20121 | |
| Madina | 19965 | |
| Baha | 19959 | |
| Najran | 19847 | |
| Jazan | 19829 | |
| Qassim | 19793 | |
| Other values (3) | 48414 |
Length
| Value | Count | Frequency (%) |
| jawf | 20352 | 7.6% |
| mecca | 20268 | 7.5% |
| tabuk | 20240 | 7.5% |
| northern | 20235 | 7.5% |
| boarder | 20235 | 7.5% |
| hail | 20121 | 7.5% |
| madina | 19965 | 7.4% |
| baha | 19959 | 7.4% |
| najran | 19847 | 7.4% |
| jazan | 19829 | 7.4% |
| Other values (4) | 68207 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 296630 | |
| r | 114275 | 8.0% |
| i | 89788 | 6.3% |
| n | 79876 | 5.6% |
| s | 66562 | 4.7% |
| e | 60738 | 4.3% |
| d | 56621 | 4.0% |
| h | 56615 | 4.0% |
| c | 40536 | 2.8% |
| b | 40475 | 2.8% |
| Other values (23) | 525663 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1427779 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 296630 | |
| r | 114275 | 8.0% |
| i | 89788 | 6.3% |
| n | 79876 | 5.6% |
| s | 66562 | 4.7% |
| e | 60738 | 4.3% |
| d | 56621 | 4.0% |
| h | 56615 | 4.0% |
| c | 40536 | 2.8% |
| b | 40475 | 2.8% |
| Other values (23) | 525663 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1427779 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 296630 | |
| r | 114275 | 8.0% |
| i | 89788 | 6.3% |
| n | 79876 | 5.6% |
| s | 66562 | 4.7% |
| e | 60738 | 4.3% |
| d | 56621 | 4.0% |
| h | 56615 | 4.0% |
| c | 40536 | 2.8% |
| b | 40475 | 2.8% |
| Other values (23) | 525663 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1427779 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 296630 | |
| r | 114275 | 8.0% |
| i | 89788 | 6.3% |
| n | 79876 | 5.6% |
| s | 66562 | 4.7% |
| e | 60738 | 4.3% |
| d | 56621 | 4.0% |
| h | 56615 | 4.0% |
| c | 40536 | 2.8% |
| b | 40475 | 2.8% |
| Other values (23) | 525663 |
date
Date
| Distinct | 850 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Minimum | 2017-01-01 00:00:00 |
|---|---|
| Maximum | 2019-04-30 00:00:00 |
time
Date
| Distinct | 710 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Minimum | 2024-05-08 00:00:00 |
|---|---|
| Maximum | 2024-05-08 23:55:00 |
year
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 2017 | |
|---|---|
| 2018 | |
| 2019 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 996092 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017 |
|---|---|
| 2nd row | 2017 |
| 3rd row | 2017 |
| 4th row | 2017 |
| 5th row | 2017 |
Common Values
| Value | Count | Frequency (%) |
| 2017 | 108659 | |
| 2018 | 103920 | |
| 2019 | 36444 | 14.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2017 | 108659 | |
| 2018 | 103920 | |
| 2019 | 36444 | 14.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 249023 | |
| 0 | 249023 | |
| 1 | 249023 | |
| 7 | 108659 | |
| 8 | 103920 | |
| 9 | 36444 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 996092 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 249023 | |
| 0 | 249023 | |
| 1 | 249023 | |
| 7 | 108659 | |
| 8 | 103920 | |
| 9 | 36444 | 3.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 996092 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 249023 | |
| 0 | 249023 | |
| 1 | 249023 | |
| 7 | 108659 | |
| 8 | 103920 | |
| 9 | 36444 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 996092 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 249023 | |
| 0 | 249023 | |
| 1 | 249023 | |
| 7 | 108659 | |
| 8 | 103920 | |
| 9 | 36444 | 3.7% |
month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0506941 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.521591 |
|---|---|
| Coefficient of variation (CV) | 0.58201438 |
| Kurtosis | -1.2509603 |
| Mean | 6.0506941 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.18490882 |
| Sum | 1506762 |
| Variance | 12.401603 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 26925 | |
| 1 | 26074 | |
| 4 | 25910 | |
| 2 | 23817 | |
| 10 | 19093 | |
| 12 | 18705 | |
| 11 | 18503 | |
| 7 | 18334 | |
| 8 | 18279 | |
| 5 | 18147 | |
| Other values (2) | 35236 |
| Value | Count | Frequency (%) |
| 1 | 26074 | |
| 2 | 23817 | |
| 3 | 26925 | |
| 4 | 25910 | |
| 5 | 18147 | |
| 6 | 17571 | |
| 7 | 18334 | |
| 8 | 18279 | |
| 9 | 17665 | |
| 10 | 19093 |
| Value | Count | Frequency (%) |
| 12 | 18705 | |
| 11 | 18503 | |
| 10 | 19093 | |
| 9 | 17665 | |
| 8 | 18279 | |
| 7 | 18334 | |
| 6 | 17571 | |
| 5 | 18147 | |
| 4 | 25910 | |
| 3 | 26925 |
day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.691081 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.7879583 |
|---|---|
| Coefficient of variation (CV) | 0.56006074 |
| Kurtosis | -1.1921646 |
| Mean | 15.691081 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.0096390535 |
| Sum | 3907440 |
| Variance | 77.228211 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 8255 | 3.3% |
| 27 | 8244 | 3.3% |
| 20 | 8244 | 3.3% |
| 22 | 8243 | 3.3% |
| 5 | 8238 | 3.3% |
| 7 | 8234 | 3.3% |
| 8 | 8233 | 3.3% |
| 6 | 8221 | 3.3% |
| 13 | 8220 | 3.3% |
| 4 | 8219 | 3.3% |
| Other values (21) | 166672 |
| Value | Count | Frequency (%) |
| 1 | 8255 | |
| 2 | 8211 | |
| 3 | 8146 | |
| 4 | 8219 | |
| 5 | 8238 | |
| 6 | 8221 | |
| 7 | 8234 | |
| 8 | 8233 | |
| 9 | 8179 | |
| 10 | 8136 |
| Value | Count | Frequency (%) |
| 31 | 4707 | |
| 30 | 7390 | |
| 29 | 7334 | |
| 28 | 8147 | |
| 27 | 8244 | |
| 26 | 8205 | |
| 25 | 8217 | |
| 24 | 8147 | |
| 23 | 8108 | |
| 22 | 8243 |
hour
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.53689 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 13 |
| Q3 | 19 |
| 95-th percentile | 23 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.9102538 |
|---|---|
| Coefficient of variation (CV) | 0.55119361 |
| Kurtosis | -1.1978157 |
| Mean | 12.53689 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.0045631312 |
| Sum | 3121974 |
| Variance | 47.751608 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 10479 | 4.2% |
| 8 | 10478 | 4.2% |
| 13 | 10471 | 4.2% |
| 17 | 10457 | 4.2% |
| 23 | 10454 | 4.2% |
| 24 | 10454 | 4.2% |
| 10 | 10439 | 4.2% |
| 22 | 10437 | 4.2% |
| 21 | 10433 | 4.2% |
| 11 | 10429 | 4.2% |
| Other values (14) | 144492 |
| Value | Count | Frequency (%) |
| 1 | 10363 | |
| 2 | 10229 | |
| 3 | 10033 | |
| 4 | 10095 | |
| 5 | 10265 | |
| 6 | 10420 | |
| 7 | 10479 | |
| 8 | 10478 | |
| 9 | 10415 | |
| 10 | 10439 |
| Value | Count | Frequency (%) |
| 24 | 10454 | |
| 23 | 10454 | |
| 22 | 10437 | |
| 21 | 10433 | |
| 20 | 10356 | |
| 19 | 10368 | |
| 18 | 10281 | |
| 17 | 10457 | |
| 16 | 10398 | |
| 15 | 10423 |
minute
Real number (ℝ)
ZEROS 
| Distinct | 59 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13110837 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 247670 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.9707102 |
|---|---|
| Coefficient of variation (CV) | 15.031155 |
| Kurtosis | 310.58921 |
| Mean | 0.13110837 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.922587 |
| Sum | 32649 |
| Variance | 3.8836988 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 247670 | |
| 30 | 112 | < 0.1% |
| 25 | 50 | < 0.1% |
| 15 | 48 | < 0.1% |
| 23 | 47 | < 0.1% |
| 16 | 45 | < 0.1% |
| 18 | 43 | < 0.1% |
| 24 | 38 | < 0.1% |
| 31 | 37 | < 0.1% |
| 34 | 35 | < 0.1% |
| Other values (49) | 898 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 247670 | |
| 1 | 9 | < 0.1% |
| 2 | 14 | < 0.1% |
| 3 | 13 | < 0.1% |
| 4 | 16 | < 0.1% |
| 5 | 24 | < 0.1% |
| 6 | 20 | < 0.1% |
| 7 | 20 | < 0.1% |
| 8 | 21 | < 0.1% |
| 9 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 59 | 1 | < 0.1% |
| 58 | 2 | |
| 57 | 1 | < 0.1% |
| 56 | 2 | |
| 55 | 3 | |
| 54 | 4 | |
| 53 | 2 | |
| 51 | 3 | |
| 50 | 4 | |
| 49 | 1 | < 0.1% |
weather
Text
| Distinct | 81 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
Length
| Max length | 43 |
|---|---|
| Median length | 6 |
| Mean length | 8.5479654 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2128640 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Clear |
|---|---|
| 2nd row | Clear |
| 3rd row | Clear |
| 4th row | Clear |
| 5th row | Clear |
| Value | Count | Frequency (%) |
| clear | 98828 | |
| sunny | 89984 | |
| clouds | 53051 | |
| passing | 35929 | 11.3% |
| scattered | 15565 | 4.9% |
| partly | 8757 | 2.8% |
| thunderstorms | 2470 | 0.8% |
| duststorm | 1897 | 0.6% |
| fog | 1807 | 0.6% |
| haze | 1467 | 0.5% |
| Other values (28) | 7765 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 320967 | ||
| n | 221542 | |
| l | 164596 | 7.7% |
| a | 162209 | 7.6% |
| u | 148913 | 7.0% |
| s | 142875 | 6.7% |
| e | 138751 | 6.5% |
| r | 132470 | 6.2% |
| y | 100415 | 4.7% |
| C | 98868 | 4.6% |
| Other values (28) | 497034 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2128640 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 320967 | ||
| n | 221542 | |
| l | 164596 | 7.7% |
| a | 162209 | 7.6% |
| u | 148913 | 7.0% |
| s | 142875 | 6.7% |
| e | 138751 | 6.5% |
| r | 132470 | 6.2% |
| y | 100415 | 4.7% |
| C | 98868 | 4.6% |
| Other values (28) | 497034 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2128640 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 320967 | ||
| n | 221542 | |
| l | 164596 | 7.7% |
| a | 162209 | 7.6% |
| u | 148913 | 7.0% |
| s | 142875 | 6.7% |
| e | 138751 | 6.5% |
| r | 132470 | 6.2% |
| y | 100415 | 4.7% |
| C | 98868 | 4.6% |
| Other values (28) | 497034 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2128640 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 320967 | ||
| n | 221542 | |
| l | 164596 | 7.7% |
| a | 162209 | 7.6% |
| u | 148913 | 7.0% |
| s | 142875 | 6.7% |
| e | 138751 | 6.5% |
| r | 132470 | 6.2% |
| y | 100415 | 4.7% |
| C | 98868 | 4.6% |
| Other values (28) | 497034 |
temp
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 55 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.722624 |
| Minimum | -4 |
|---|---|
| Maximum | 50 |
| Zeros | 35 |
| Zeros (%) | < 0.1% |
| Negative | 53 |
| Negative (%) | < 0.1% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -4 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 18 |
| median | 24 |
| Q3 | 31 |
| 95-th percentile | 40 |
| Maximum | 50 |
| Range | 54 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.8809133 |
|---|---|
| Coefficient of variation (CV) | 0.35922212 |
| Kurtosis | -0.55427701 |
| Mean | 24.722624 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.13560896 |
| Sum | 6156502 |
| Variance | 78.870621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 10432 | 4.2% |
| 22 | 10238 | 4.1% |
| 20 | 10013 | 4.0% |
| 24 | 9952 | 4.0% |
| 21 | 9939 | 4.0% |
| 25 | 9835 | 3.9% |
| 19 | 9628 | 3.9% |
| 26 | 9552 | 3.8% |
| 27 | 9420 | 3.8% |
| 18 | 9154 | 3.7% |
| Other values (45) | 150860 |
| Value | Count | Frequency (%) |
| -4 | 1 | < 0.1% |
| -3 | 7 | < 0.1% |
| -2 | 7 | < 0.1% |
| -1 | 38 | < 0.1% |
| 0 | 35 | < 0.1% |
| 1 | 67 | < 0.1% |
| 2 | 156 | 0.1% |
| 3 | 250 | 0.1% |
| 4 | 465 | |
| 5 | 731 |
| Value | Count | Frequency (%) |
| 50 | 2 | < 0.1% |
| 49 | 13 | < 0.1% |
| 48 | 33 | < 0.1% |
| 47 | 190 | 0.1% |
| 46 | 603 | 0.2% |
| 45 | 1222 | |
| 44 | 1728 | |
| 43 | 2146 | |
| 42 | 2651 | |
| 41 | 2886 |
wind
Real number (ℝ)
ZEROS 
| Distinct | 44 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.957104 |
| Minimum | -1 |
|---|---|
| Maximum | 163 |
| Zeros | 26711 |
| Zeros (%) | 10.7% |
| Negative | 109 |
| Negative (%) | < 0.1% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 11 |
| Q3 | 19 |
| 95-th percentile | 30 |
| Maximum | 163 |
| Range | 164 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.7116195 |
|---|---|
| Coefficient of variation (CV) | 0.67234308 |
| Kurtosis | 1.1781924 |
| Mean | 12.957104 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.77252211 |
| Sum | 3226617 |
| Variance | 75.892314 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 31173 | |
| 0 | 26711 | |
| 11 | 25646 | |
| 9 | 22989 | |
| 15 | 22684 | |
| 19 | 20276 | |
| 6 | 16513 | 6.6% |
| 13 | 15182 | 6.1% |
| 22 | 13394 | 5.4% |
| 17 | 10024 | 4.0% |
| Other values (34) | 44431 |
| Value | Count | Frequency (%) |
| -1 | 109 | < 0.1% |
| 0 | 26711 | |
| 2 | 402 | 0.2% |
| 4 | 7849 | 3.2% |
| 6 | 16513 | |
| 7 | 31173 | |
| 9 | 22989 | |
| 11 | 25646 | |
| 13 | 15182 | |
| 15 | 22684 |
| Value | Count | Frequency (%) |
| 163 | 1 | < 0.1% |
| 115 | 1 | < 0.1% |
| 93 | 2 | < 0.1% |
| 80 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 70 | 2 | < 0.1% |
| 67 | 5 | |
| 65 | 6 | |
| 63 | 2 | < 0.1% |
| 61 | 6 |
humidity
Text
| Distinct | 92 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 17 |
| Missing (%) | < 0.1% |
| Memory size | 1.9 MiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.9343269 |
| Min length | 2 |
Characters and Unicode
| Total characters | 730665 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 64% |
|---|---|
| 2nd row | 64% |
| 3rd row | 72% |
| 4th row | 72% |
| 5th row | 72% |
| Value | Count | Frequency (%) |
| 13 | 6903 | 2.8% |
| 15 | 5878 | 2.4% |
| 11 | 5858 | 2.4% |
| 12 | 5466 | 2.2% |
| 14 | 5370 | 2.2% |
| 10 | 5261 | 2.1% |
| 18 | 5183 | 2.1% |
| 20 | 5110 | 2.1% |
| 16 | 5054 | 2.0% |
| 17 | 4869 | 2.0% |
| Other values (82) | 194054 |
Most occurring characters
| Value | Count | Frequency (%) |
| % | 249006 | |
| 1 | 78216 | 10.7% |
| 2 | 67351 | 9.2% |
| 3 | 61845 | 8.5% |
| 4 | 52297 | 7.2% |
| 5 | 45630 | 6.2% |
| 6 | 42676 | 5.8% |
| 7 | 40641 | 5.6% |
| 8 | 38743 | 5.3% |
| 0 | 27809 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 730665 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| % | 249006 | |
| 1 | 78216 | 10.7% |
| 2 | 67351 | 9.2% |
| 3 | 61845 | 8.5% |
| 4 | 52297 | 7.2% |
| 5 | 45630 | 6.2% |
| 6 | 42676 | 5.8% |
| 7 | 40641 | 5.6% |
| 8 | 38743 | 5.3% |
| 0 | 27809 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 730665 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| % | 249006 | |
| 1 | 78216 | 10.7% |
| 2 | 67351 | 9.2% |
| 3 | 61845 | 8.5% |
| 4 | 52297 | 7.2% |
| 5 | 45630 | 6.2% |
| 6 | 42676 | 5.8% |
| 7 | 40641 | 5.6% |
| 8 | 38743 | 5.3% |
| 0 | 27809 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 730665 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| % | 249006 | |
| 1 | 78216 | 10.7% |
| 2 | 67351 | 9.2% |
| 3 | 61845 | 8.5% |
| 4 | 52297 | 7.2% |
| 5 | 45630 | 6.2% |
| 6 | 42676 | 5.8% |
| 7 | 40641 | 5.6% |
| 8 | 38743 | 5.3% |
| 0 | 27809 | 3.8% |
barometer
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 46 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 72 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1015.4554 |
| Minimum | 904 |
|---|---|
| Maximum | 1101 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 904 |
|---|---|
| 5-th percentile | 1003 |
| Q1 | 1011 |
| median | 1016 |
| Q3 | 1021 |
| 95-th percentile | 1025 |
| Maximum | 1101 |
| Range | 197 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.9707793 |
|---|---|
| Coefficient of variation (CV) | 0.0068646832 |
| Kurtosis | 0.078858563 |
| Mean | 1015.4554 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.40685837 |
| Sum | 2.5279863 × 108 |
| Variance | 48.591764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1022 | 12779 | 5.1% |
| 1016 | 12637 | 5.1% |
| 1023 | 12612 | 5.1% |
| 1015 | 12592 | 5.1% |
| 1021 | 12511 | 5.0% |
| 1014 | 12475 | 5.0% |
| 1013 | 12298 | 4.9% |
| 1024 | 12029 | 4.8% |
| 1012 | 11585 | 4.7% |
| 1017 | 11309 | 4.5% |
| Other values (36) | 126124 |
| Value | Count | Frequency (%) |
| 904 | 1 | < 0.1% |
| 990 | 2 | < 0.1% |
| 991 | 29 | < 0.1% |
| 992 | 71 | < 0.1% |
| 993 | 224 | 0.1% |
| 994 | 425 | |
| 995 | 526 | |
| 996 | 610 | |
| 997 | 678 | |
| 998 | 678 |
| Value | Count | Frequency (%) |
| 1101 | 2 | < 0.1% |
| 1053 | 1 | < 0.1% |
| 1032 | 2 | < 0.1% |
| 1031 | 44 | < 0.1% |
| 1030 | 138 | 0.1% |
| 1029 | 495 | 0.2% |
| 1028 | 1392 | 0.6% |
| 1027 | 3052 | 1.2% |
| 1026 | 6689 | |
| 1025 | 9501 |
visibility
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.053453 |
| Minimum | -1 |
|---|---|
| Maximum | 161 |
| Zeros | 405 |
| Zeros (%) | 0.2% |
| Negative | 49644 |
| Negative (%) | 19.9% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 5 |
| median | 16 |
| Q3 | 16 |
| 95-th percentile | 16 |
| Maximum | 161 |
| Range | 162 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.053005 |
|---|---|
| Coefficient of variation (CV) | 0.63808161 |
| Kurtosis | 0.60703805 |
| Mean | 11.053453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.79262276 |
| Sum | 2752564 |
| Variance | 49.74488 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 160541 | |
| -1 | 49644 | 19.9% |
| 8 | 9679 | 3.9% |
| 7 | 6621 | 2.7% |
| 6 | 4479 | 1.8% |
| 5 | 4358 | 1.8% |
| 9 | 3877 | 1.6% |
| 4 | 2877 | 1.2% |
| 3 | 2654 | 1.1% |
| 2 | 2420 | 1.0% |
| Other values (5) | 1873 | 0.8% |
| Value | Count | Frequency (%) |
| -1 | 49644 | |
| 0 | 405 | 0.2% |
| 1 | 1462 | 0.6% |
| 2 | 2420 | 1.0% |
| 3 | 2654 | 1.1% |
| 4 | 2877 | 1.2% |
| 5 | 4358 | 1.8% |
| 6 | 4479 | 1.8% |
| 7 | 6621 | 2.7% |
| 8 | 9679 | 3.9% |
| Value | Count | Frequency (%) |
| 161 | 2 | < 0.1% |
| 35 | 1 | < 0.1% |
| 29 | 3 | < 0.1% |
| 16 | 160541 | |
| 9 | 3877 | 1.6% |
| 8 | 9679 | 3.9% |
| 7 | 6621 | 2.7% |
| 6 | 4479 | 1.8% |
| 5 | 4358 | 1.8% |
| 4 | 2877 | 1.2% |
| Unnamed: 0 | barometer | city | day | hour | minute | month | temp | visibility | wind | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | 0.381 | 0.826 | 0.004 | -0.004 | 0.006 | 0.040 | -0.177 | -0.017 | 0.023 | 0.146 |
| barometer | 0.381 | 1.000 | 0.313 | -0.003 | -0.025 | -0.021 | -0.072 | -0.683 | -0.018 | -0.134 | 0.072 |
| city | 0.826 | 0.313 | 1.000 | 0.000 | -0.004 | 0.005 | 0.015 | 0.056 | 0.022 | -0.071 | 0.091 |
| day | 0.004 | -0.003 | 0.000 | 1.000 | 0.001 | -0.001 | 0.013 | 0.023 | -0.024 | 0.014 | 0.013 |
| hour | -0.004 | -0.025 | -0.004 | 0.001 | 1.000 | 0.010 | -0.001 | 0.201 | -0.078 | 0.220 | 0.000 |
| minute | 0.006 | -0.021 | 0.005 | -0.001 | 0.010 | 1.000 | -0.005 | -0.007 | -0.080 | 0.051 | 0.015 |
| month | 0.040 | -0.072 | 0.015 | 0.013 | -0.001 | -0.005 | 1.000 | 0.263 | 0.025 | -0.084 | 0.350 |
| temp | -0.177 | -0.683 | 0.056 | 0.023 | 0.201 | -0.007 | 0.263 | 1.000 | -0.008 | 0.249 | 0.191 |
| visibility | -0.017 | -0.018 | 0.022 | -0.024 | -0.078 | -0.080 | 0.025 | -0.008 | 1.000 | -0.203 | 0.045 |
| wind | 0.023 | -0.134 | -0.071 | 0.014 | 0.220 | 0.051 | -0.084 | 0.249 | -0.203 | 1.000 | 0.040 |
| year | 0.146 | 0.072 | 0.091 | 0.013 | 0.000 | 0.015 | 0.350 | 0.191 | 0.045 | 0.040 | 1.000 |
| Unnamed: 0 | city | date | time | year | month | day | hour | minute | weather | temp | wind | humidity | barometer | visibility | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | Qassim | 1 January 2017 | 00:00 | 2017 | 1 | 1 | 24 | 0 | Clear | 17 | 11 | 64% | 1018.0 | 16 |
| 1 | 1 | Qassim | 1 January 2017 | 01:00 | 2017 | 1 | 1 | 1 | 0 | Clear | 17 | 6 | 64% | 1018.0 | 16 |
| 2 | 2 | Qassim | 1 January 2017 | 03:00 | 2017 | 1 | 1 | 3 | 0 | Clear | 15 | 11 | 72% | 1019.0 | 16 |
| 3 | 3 | Qassim | 1 January 2017 | 04:00 | 2017 | 1 | 1 | 4 | 0 | Clear | 15 | 11 | 72% | 1019.0 | 16 |
| 4 | 4 | Qassim | 1 January 2017 | 05:00 | 2017 | 1 | 1 | 5 | 0 | Clear | 15 | 9 | 72% | 1019.0 | 16 |
| 5 | 5 | Qassim | 1 January 2017 | 06:00 | 2017 | 1 | 1 | 6 | 0 | Clear | 13 | 13 | 82% | 1019.0 | 16 |
| 6 | 6 | Qassim | 1 January 2017 | 07:00 | 2017 | 1 | 1 | 7 | 0 | Sunny | 12 | 7 | 88% | 1019.0 | 16 |
| 7 | 7 | Qassim | 1 January 2017 | 08:00 | 2017 | 1 | 1 | 8 | 0 | Sunny | 14 | 9 | 72% | 1021.0 | 16 |
| 8 | 8 | Qassim | 1 January 2017 | 09:00 | 2017 | 1 | 1 | 9 | 0 | Sunny | 15 | 9 | 72% | 1021.0 | 7 |
| 9 | 9 | Qassim | 1 January 2017 | 10:00 | 2017 | 1 | 1 | 10 | 0 | Sunny | 17 | 7 | 64% | 1021.0 | 9 |
| Unnamed: 0 | city | date | time | year | month | day | hour | minute | weather | temp | wind | humidity | barometer | visibility | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 249013 | 2843 | Jawf | 30 April 2019 | 14:00 | 2019 | 4 | 30 | 14 | 0 | Partly sunny | 35 | 19 | 14% | 1016.0 | -1 |
| 249014 | 2844 | Jawf | 30 April 2019 | 15:00 | 2019 | 4 | 30 | 15 | 0 | Scattered clouds | 34 | 9 | 14% | 1015.0 | -1 |
| 249015 | 2845 | Jawf | 30 April 2019 | 16:00 | 2019 | 4 | 30 | 16 | 0 | Scattered clouds | 35 | 15 | 12% | 1014.0 | -1 |
| 249016 | 2846 | Jawf | 30 April 2019 | 17:00 | 2019 | 4 | 30 | 17 | 0 | Scattered clouds | 35 | 19 | 12% | 1014.0 | -1 |
| 249017 | 2847 | Jawf | 30 April 2019 | 18:00 | 2019 | 4 | 30 | 18 | 0 | Passing clouds | 34 | 17 | 13% | 1014.0 | -1 |
| 249018 | 2848 | Jawf | 30 April 2019 | 19:00 | 2019 | 4 | 30 | 19 | 0 | Passing clouds | 32 | 19 | 14% | 1014.0 | -1 |
| 249019 | 2849 | Jawf | 30 April 2019 | 20:00 | 2019 | 4 | 30 | 20 | 0 | Passing clouds | 29 | 9 | 22% | 1015.0 | -1 |
| 249020 | 2850 | Jawf | 30 April 2019 | 21:00 | 2019 | 4 | 30 | 21 | 0 | Passing clouds | 27 | 7 | 24% | 1016.0 | -1 |
| 249021 | 2851 | Jawf | 30 April 2019 | 22:00 | 2019 | 4 | 30 | 22 | 0 | Clear | 26 | 0 | 26% | 1017.0 | 16 |
| 249022 | 2852 | Jawf | 30 April 2019 | 23:00 | 2019 | 4 | 30 | 23 | 0 | Clear | 24 | 7 | 29% | 1017.0 | 16 |